An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets

Combining rough sets and fuzzy soft sets, we propose an algorithm to obtain the optimal decision program. In this algorithm, firstly, according to fuzzy soft sets, we build up information systems; secondly, we compute the significance of each parameter according to rough set theory; thirdly, combini...

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Detalles Bibliográficos
Autores principales: Wenjun, Liu, Qingguo, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4163319/
https://www.ncbi.nlm.nih.gov/pubmed/25243212
http://dx.doi.org/10.1155/2014/514369
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author Wenjun, Liu
Qingguo, Li
author_facet Wenjun, Liu
Qingguo, Li
author_sort Wenjun, Liu
collection PubMed
description Combining rough sets and fuzzy soft sets, we propose an algorithm to obtain the optimal decision program. In this algorithm, firstly, according to fuzzy soft sets, we build up information systems; secondly, we compute the significance of each parameter according to rough set theory; thirdly, combining subjective bias, we give an algorithm to obtain the comprehensive weight of each parameter; at last, we put forward a method to choose the optimal program. Example shows that the optimal algorithm is effective and rational.
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spelling pubmed-41633192014-09-21 An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets Wenjun, Liu Qingguo, Li ScientificWorldJournal Research Article Combining rough sets and fuzzy soft sets, we propose an algorithm to obtain the optimal decision program. In this algorithm, firstly, according to fuzzy soft sets, we build up information systems; secondly, we compute the significance of each parameter according to rough set theory; thirdly, combining subjective bias, we give an algorithm to obtain the comprehensive weight of each parameter; at last, we put forward a method to choose the optimal program. Example shows that the optimal algorithm is effective and rational. Hindawi Publishing Corporation 2014 2014-08-28 /pmc/articles/PMC4163319/ /pubmed/25243212 http://dx.doi.org/10.1155/2014/514369 Text en Copyright © 2014 L. Wenjun and L. Qingguo. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wenjun, Liu
Qingguo, Li
An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets
title An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets
title_full An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets
title_fullStr An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets
title_full_unstemmed An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets
title_short An Algorithm to Select the Optimal Program Based on Rough Sets and Fuzzy Soft Sets
title_sort algorithm to select the optimal program based on rough sets and fuzzy soft sets
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4163319/
https://www.ncbi.nlm.nih.gov/pubmed/25243212
http://dx.doi.org/10.1155/2014/514369
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